Download capability_v4/model.json from HaomingLuo/AgentFEM-DENIM: direct link, hf CLI and curl.
- Browser
- Download file 3.73 kB
-
https://huggingface.co/HaomingLuo/AgentFEM-DENIM/resolve/main/capability_v4/model.json
- Command line
-
hf download hf://HaomingLuo/AgentFEM-DENIM/capability_v4/model.json
-
curl -L -o model.json https://huggingface.co/HaomingLuo/AgentFEM-DENIM/resolve/main/capability_v4/model.json
3.73 kB
| { | |
| "schema": "agentfem.learned_constitutive.bundle", | |
| "schema_version": "1.0.0", | |
| "model_name": "denim-conditional", | |
| "model_version": "2.2.0", | |
| "model_revision": "capability-v4-balanced", | |
| "architecture_id": "denim.conditional.v2", | |
| "provider_compatibility": "agentfem-learning>=0.1.0a1", | |
| "kinematics": "small_strain", | |
| "stress_measure": "cauchy", | |
| "voigt_order": [ | |
| "xx", | |
| "yy", | |
| "zz", | |
| "xy", | |
| "yz", | |
| "xz" | |
| ], | |
| "shear_convention": "tensor", | |
| "parameter_schema": [ | |
| { | |
| "name": "young", | |
| "unit": "Pa", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "poisson", | |
| "unit": "1", | |
| "minimum": -1.0, | |
| "maximum": 0.5 | |
| }, | |
| { | |
| "name": "yield_stress", | |
| "unit": "Pa", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "hardening_modulus", | |
| "unit": "Pa", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "backstress_c1", | |
| "unit": "Pa", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "backstress_gamma1", | |
| "unit": "1", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "backstress_c2", | |
| "unit": "Pa", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "backstress_gamma2", | |
| "unit": "1", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "isotropic_saturation", | |
| "unit": "Pa", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "isotropic_rate", | |
| "unit": "1", | |
| "minimum": 0.0 | |
| }, | |
| { | |
| "name": "family_j2", | |
| "unit": "1", | |
| "minimum": 0.0, | |
| "maximum": 1.0 | |
| }, | |
| { | |
| "name": "family_chaboche", | |
| "unit": "1", | |
| "minimum": 0.0, | |
| "maximum": 1.0 | |
| }, | |
| { | |
| "name": "family_incomplete", | |
| "unit": "1", | |
| "minimum": 0.0, | |
| "maximum": 1.0 | |
| } | |
| ], | |
| "state_schema": { | |
| "size": 25, | |
| "variables": [ | |
| { | |
| "name": "plastic_strain", | |
| "shape": [ | |
| 6 | |
| ] | |
| }, | |
| { | |
| "name": "peeq", | |
| "shape": [] | |
| }, | |
| { | |
| "name": "memories", | |
| "shape": [ | |
| 2, | |
| 6 | |
| ] | |
| }, | |
| { | |
| "name": "previous_flow", | |
| "shape": [ | |
| 6 | |
| ] | |
| } | |
| ] | |
| }, | |
| "state_schema_version": "1.0.0", | |
| "required_inputs": [ | |
| "strain", | |
| "state", | |
| "parameters" | |
| ], | |
| "capabilities": { | |
| "stress": true, | |
| "state": true, | |
| "batch": true, | |
| "energy": false, | |
| "diagnostics": true, | |
| "tangent": "autodiff_consistent" | |
| }, | |
| "dtype_policy": { | |
| "allowed": [ | |
| "float64" | |
| ], | |
| "default": "float64" | |
| }, | |
| "applicability_domain": { | |
| "policy": "report_without_silent_fallback", | |
| "maximum_absolute_strain": 0.03, | |
| "maximum_peeq": 0.1, | |
| "validated_cycle_count": 200, | |
| "validated_cycle_count_condition": "Prospective sealed low-amplitude paths only; maximum observed PEEQ 0.0933. Cycle count, amplitude and PEEQ are a joint domain.", | |
| "extreme_accumulation_test": { | |
| "cycle_count": 100, | |
| "peeq_range": [0.32953315895381863, 5.581917596143634], | |
| "inside_declared_peeq_domain": false, | |
| "rmse_mpa": 5.599232196807861 | |
| } | |
| }, | |
| "dataset_id": "HaomingLuo/AgentFEM-Material-Loading-Memory", | |
| "dataset_revision": "44528002b59ad15d7ccb452e2b502483bdebc518", | |
| "prospective_evaluation": { | |
| "dataset_revision": "712756b9fb98b16376d8fd413709f09299a9fd1a", | |
| "dataset_sha256": "0325dfe3b0ed6f20312e6572019b728ace3c544eb1be2997f225c3b046d7bbd4", | |
| "trajectory_count": 128, | |
| "weights_changed": false, | |
| "trajectory_macro_rmse_mpa": 0.48598299780860543 | |
| }, | |
| "weights_file": "weights.safetensors", | |
| "weights_format": "safetensors", | |
| "weights_sha256": "d7b848f41aa46616c76c5f0db536d8ecfbc508a5375faa3cbbcc555fb062633b", | |
| "architecture": { | |
| "channels": 2, | |
| "embedding": 32, | |
| "hidden": 48, | |
| "parameter_count": 8477 | |
| } | |
| } | |